Research Focus

Former Employee. Medicine; Data Analyst II

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1. Computer algorithms show potential for improving dermatologists' accuracy to diagnose cutaneous melanoma: Results of the International Skin Imaging Collaboration 2017

   Journal Article

   Marchetti, M. A.; Liopyris, K.; Dusza, S. W.; Codella, N. C. F.; Gutman, D. A.; Helba, B.; Kalloo, A.; Halpern, A. C.; for the International Skin Imaging Collaboration
   Journal of the American Academy of Dermatology (2020)

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2. Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images

   Journal Article

   Marchetti, M. A.; Codella, N. C. F.; Dusza, S. W.; Gutman, D. A.; Helba, B.; Kalloo, A.; Mishra, N.; Carrera, C.; Celebi, M. E.; DeFazio, J. L.; more...
   Journal of the American Academy of Dermatology (2018)

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3. Man against machine: Diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists

   Journal Article

   Haenssle, H. A.; Fink, C.; Schneiderbauer, R.; Toberer, F.; Buhl, T.; Blum, A.; Kalloo, A.; Ben Hadj Hassen, A.; Thomas, L.; Enk, A.; more...
   Annals of Oncology (2018)

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